70B_SOG_unstructed

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the DELLA merge method using meta-llama/Llama-3.3-70B-Instruct as a base.

Models Merged

The following models were included in the merge:

• schonsense/SOG_10k_70B
• meta-llama/Llama-3.1-70B
• schonsense/70B_unstructWR

Configuration

The following YAML configuration was used to produce this model:

models:

  - model: schonsense/70B_unstructWR
    parameters:
      density: 0.7
      epsilon: 0.2
      weight: 0.4

  - model: schonsense/SOG_10k_70B
    parameters:
      density: 0.7
      epsilon: 0.2
      weight: 0.5
       
  - model: meta-llama/Llama-3.1-70B
    parameters:
      density: 0.8
      epsilon: 0.1
      weight: 0.1

  - model: meta-llama/Llama-3.3-70B-Instruct
merge_method: della
base_model: meta-llama/Llama-3.3-70B-Instruct
tokenizer_source: meta-llama/Llama-3.3-70B-Instruct
parameters:
  normalize: false
  int8_mask: false
  lambda: 1.0


dtype: float32

out_dtype: bfloat16